Genetic variants and their interactions in disease risk prediction - machine learning and network perspectives

Sebastian Okser, Tapio Pahikkala, Tero Aittokallio

Research output: Contribution to journalReview ArticleScientificpeer-review

Original languageEnglish
JournalBioData mining
Volume6
Pages (from-to)Article Number: UNSP 5
Number of pages16
ISSN1756-0381
DOIs
Publication statusPublished - 1 Mar 2013
MoE publication typeA2 Review article in a scientific journal

Fields of Science

  • GENOME-WIDE ASSOCIATION
  • COMMON HUMAN-DISEASES
  • PATHWAY ANALYSIS
  • MISSING HERITABILITY
  • SYNTHETIC LETHALITY
  • PERSONALIZED MEDICINE
  • STATISTICAL-ANALYSIS
  • INTEGRATIVE ANALYSIS
  • VARIABLE SELECTION
  • COMPLEX DISEASE
  • 3111 Biomedicine

Cite this

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title = "Genetic variants and their interactions in disease risk prediction - machine learning and network perspectives",
keywords = "GENOME-WIDE ASSOCIATION, COMMON HUMAN-DISEASES, PATHWAY ANALYSIS, MISSING HERITABILITY, SYNTHETIC LETHALITY, PERSONALIZED MEDICINE, STATISTICAL-ANALYSIS, INTEGRATIVE ANALYSIS, VARIABLE SELECTION, COMPLEX DISEASE, 3111 Biomedicine",
author = "Sebastian Okser and Tapio Pahikkala and Tero Aittokallio",
year = "2013",
month = "3",
day = "1",
doi = "10.1186/1756-0381-6-5",
language = "English",
volume = "6",
pages = "Article Number: UNSP 5",
journal = "BioData mining",
issn = "1756-0381",
publisher = "BioMed Central",

}

Genetic variants and their interactions in disease risk prediction - machine learning and network perspectives. / Okser, Sebastian; Pahikkala, Tapio; Aittokallio, Tero.

In: BioData mining, Vol. 6, 01.03.2013, p. Article Number: UNSP 5.

Research output: Contribution to journalReview ArticleScientificpeer-review

TY - JOUR

T1 - Genetic variants and their interactions in disease risk prediction - machine learning and network perspectives

AU - Okser, Sebastian

AU - Pahikkala, Tapio

AU - Aittokallio, Tero

PY - 2013/3/1

Y1 - 2013/3/1

KW - GENOME-WIDE ASSOCIATION

KW - COMMON HUMAN-DISEASES

KW - PATHWAY ANALYSIS

KW - MISSING HERITABILITY

KW - SYNTHETIC LETHALITY

KW - PERSONALIZED MEDICINE

KW - STATISTICAL-ANALYSIS

KW - INTEGRATIVE ANALYSIS

KW - VARIABLE SELECTION

KW - COMPLEX DISEASE

KW - 3111 Biomedicine

U2 - 10.1186/1756-0381-6-5

DO - 10.1186/1756-0381-6-5

M3 - Review Article

VL - 6

SP - Article Number: UNSP 5

JO - BioData mining

JF - BioData mining

SN - 1756-0381

ER -